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netdatanetdata81KThe fastest path to AI-powered full stack observability, even for lean teams.codercoder17KSecure environments for developers and their agentskubesharkkubeshark12KeBPF-powered network observability for Kubernetes. Indexes L4/L7 traffic with full K8s context, decrypts TLS without keys. Queryable by AI agents via MCP and humans via dashboard.aws-documentation-mcp-serverawslabs9.7KOpen source MCP Servers for AWSbedrock-kb-retrieval-mcp-serverawslabs9.7KOpen source MCP Servers for AWSbilling-cost-management-mcp-serverawslabs9.7KOpen source MCP Servers for AWScdk-mcp-serverawslabs9.7KOpen source MCP Servers for AWScore-mcp-serverawslabs9.7KOpen source MCP Servers for AWSnova-canvas-mcp-serverawslabs9.7KOpen source MCP Servers for AWSmcpawslabs9.7KOpen source MCP Servers for AWSopenstatusopenstatusHQ9.2K🫖 Status page with uptime monitoring & API monitoring as code 🫖firebase-toolsfirebase4.5KThe Firebase Command Line Toolsmcp-server-cloudflarecloudflare4.3KCloudflare MCP serverskubefwdtxn24.2KBulk port forwarding Kubernetes services for local development.radarskyhook-io3.6KThe missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.mcp-grafanagrafana3.5KMCP server for Grafanamcphubsamanhappy2.5KSelf-hosted MCP gateway and control plane for connecting, controlling, and operating MCP servers.kubernetes-mcp-servercontainers2.1KModel Context Protocol (MCP) server for Kubernetes and OpenShiftkubernetes-mcp-servermanusa2.1KModel Context Protocol (MCP) server for Kubernetes and OpenShiftazure-devops-mcpmicrosoft2KThe MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.gitlab-mcpzereight2KFirst gitlab mcp for you, building togetherblitz-macblitzdotdev1.8KNative macOS App Store Connect tool with MCP. Submit iOS apps to App Store with AI agentsterravisionpatrickchugh1.6KProfessional cloud architecture diagrams with official AWS, Azure and GCP icons, from Terraform code or a plain JSON graph. MCP server + agent skill.mcp-server-kubernetesFlux1591.6KMCP Server for kubernetes management commandsterraform-mcp-serverhashicorp1.5KThe Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.superlogsuperloglabs1.5KOpen-source observability tool that uses AI agents to self-heal your softwaremonitorBetterDB-inc1.3KReal-time monitoring, slowlog analysis, and audit trails for Valkey and Redisstackqlstackql1KQuery, provision and operate Cloud, SaaS, API and Model Context Protocol (MCP) resources through a unified SQL-based framework for humans and AI agents.scaleway-cliscaleway999Command Line Interface for Scalewaykubectl-mcp-serverrohitg00961Published in CNCF Landscape: A MCP server for Kubernetes.sessymarckohlbrugge937Open-source email observability for AWS SESk8mweibaohui886一款轻量级、跨平台的 Mini Kubernetes AI Dashboard，支持大模型+智能体+MCP(支持设置操作权限)，集成多集群管理、智能分析、实时异常检测等功能，支持多架构并可单文件部署，助力高效集群管理与运维优化。sentry-mcpgetsentry874An MCP server for interacting with Sentry via LLMs.unifi-mcpsirkirby861MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Accessmcp-nixosutensils848MCP-NixOS - Model Context Protocol Server for NixOS resourcesssh-mcptufantunc773MCP server exposing SSH control for Linux servers via Model Context Protocol.mcp-server-dockerckreiling746MCP server for Dockerworkers-mcpcloudflare646Talk to a Cloudflare Worker from Claude Desktop!cloud-run-mcpGoogleCloudPlatform631MCP server to deploy apps to Cloud Runcoolify-mcpStuMason604MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistantsargocd-mcpakuity578An implementation of Model Context Protocol (MCP) server for Argo CD.proxmoxmcp-plusrekklesna566Use MCP and OpenAPI to safely control Proxmox VE VMs, LXCs, backups, and snapshots from LLMs and AI agents.prometheus-mcp-serverpab1it0517A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.docker-mcpQuantGeekDev504A docker MCP Server (modelcontextprotocol)mcp-ssh-managerbvisible495MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoringedgeone-pages-mcpTencentEdgeOne435An MCP service designed for deploying HTML content to EdgeOne Makers and obtaining an accessible public URL.network-sketchercisco-open399Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration data.mcp-server-azure-devopsTiberriver256393An MCP server for Azure DevOpsmcp-k8s-gostrowk384MCP server connecting to Kubernetestfmcpnwiizo372🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform configurations, analyzing plans, applying configurations, and managing state with Claude Desktop integration. ⚡️